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https://api.github.com/repos/huggingface/datasets/issues/5124 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5124/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5124/comments | https://api.github.com/repos/huggingface/datasets/issues/5124/events | https://github.com/huggingface/datasets/pull/5124 | 1,411,159,725 | PR_kwDODunzps5A6HeL | 5,124 | Install tensorflow-macos dependency conditionally | {
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Hi. I am using this dataloader, which is for processing large datasets in streaming mode mentioned in one of examples of huggingface. I am using it to read c4: https://github.com/huggingface/transformers/blob/b48ac1a094e572d6076b46a9e4ed3e0ebe978afc/examples/research_projects/codeparrot/scripts/cod... | {
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https://api.github.com/repos/huggingface/datasets/issues/5122 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5122/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5122/comments | https://api.github.com/repos/huggingface/datasets/issues/5122/events | https://github.com/huggingface/datasets/pull/5122 | 1,410,732,403 | PR_kwDODunzps5A4rWn | 5,122 | Add warning | {
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I think removing the directory with warning is a better solution for this issue. Because if we decide to keep existing files in directory, then we should deal with the case providing same directory for several datasets! Which we know is not possible since `dataset_info.json` exists in that directory. | {
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https://api.github.com/repos/huggingface/datasets/issues/5121 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5121/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5121/comments | https://api.github.com/repos/huggingface/datasets/issues/5121/events | https://github.com/huggingface/datasets/pull/5121 | 1,410,681,067 | PR_kwDODunzps5A4gUB | 5,121 | Bugfix ignore function when creating new_fingerprint for caching | {
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https://api.github.com/repos/huggingface/datasets/issues/5120 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5120/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5120/comments | https://api.github.com/repos/huggingface/datasets/issues/5120/events | https://github.com/huggingface/datasets/pull/5120 | 1,410,641,221 | PR_kwDODunzps5A4X10 | 5,120 | Fix `tqdm` zip bug | {
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For more information, please checkout this Stack Overflow thread:
https://stackoverflow.com/questions/41171191/tqdm-progressbar-and-zip-built-in-do-not-work-together | {
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https://api.github.com/repos/huggingface/datasets/issues/5119 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5119/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5119/comments | https://api.github.com/repos/huggingface/datasets/issues/5119/events | https://github.com/huggingface/datasets/pull/5119 | 1,410,561,363 | PR_kwDODunzps5A4IQp | 5,119 | [TYPO] Update new_dataset_script.py | {
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https://api.github.com/repos/huggingface/datasets/issues/5118 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5118/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5118/comments | https://api.github.com/repos/huggingface/datasets/issues/5118/events | https://github.com/huggingface/datasets/issues/5118 | 1,410,547,373 | I_kwDODunzps5UEz6t | 5,118 | Installing `datasets` on M1 computers | {
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I wanted to install `datasets` dependencies on my M1 (in order to start contributing to the project). However, I got an error regarding `tensorflow`.
On M1, `tensorflow-macos` needs to be installed instead. Can we add a conditional requirement, so that `tensorflow-macos` would be installed on M1... | {
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Progress bars after transformative operations turn in red and never be completed to 100%
## Steps to reproduce the bug
```python
from datasets import load_dataset
load_dataset('rotten_tomatoes', split='test').filter(lambda o: True)
```
## Expected results
Progress bar should be 100% an... | {
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PS: also removes the "add_dataset" PR template, as we no longer accept such PRs. | {
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Therefore batched `map` couldn't always use batches of the right size, e.g. this fails because it runs only on o... | {
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The function load_from_disk fails when using a remote filesystem because of a wrong temporary path generation in the load_from_disk method of arrow_dataset.py:
```python
if is_remote_filesystem(fs):
src_dataset_path = extract_path_from_uri(dataset_path)
dataset_path = Dataset._build... | {
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- #5030
Fix #5112. | {
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As reported by @PartiallyTyped (and by @Muennighoff):
- https://github.com/huggingface/datasets/issues/5111#issuecomment-1278652524
There is an issue with the indices of a filtered dataset.
## Steps to reproduce the bug
```python
ds = Dataset.from_dict({"num": [0, 1, 2, 3]})
ds = ds.filte... | {
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When mapping is used on a dataset with more than one process, there is a weird behavior when trying to use `filter` , it's like only the samples from one worker are retrieved, one needs to specify the same `num_proc` in filter for it to work properly. This doesn't happen with `datasets` version 2.5... | {
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The cache loading is not working as expected for some class methods with a model stored in an attribute.
The new fingerprint for `_map_single` is not the same at each run. The hasher generate a different hash for the class method.
This comes from `dumps` function in `datasets.utils.py_utils` whic... | {
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I fixed this by always including the task name which is needed to reload a task from a dict | {
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The builder correctly creates the `output_dir` folder if it doesn't exist, but if the folder exists everything within it is deleted. Specifying `"."` as the `output_dir` deletes everything in your current dir but also leads to **another bug** whose traceback is the following:
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In HOW-TO-GUIDES > Load > [Python generator](https://huggingface.co/docs/datasets/v2.5.2/en/loading#python-generator), the code example defines the `my_gen` function, but when creating the dataset, an undefined `my_dict` is passed in.
```Python
>>> from datasets import Dataset
>>> def my_gen... | {
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https://api.github.com/repos/huggingface/datasets/issues/5100 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5100/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5100/comments | https://api.github.com/repos/huggingface/datasets/issues/5100/events | https://github.com/huggingface/datasets/issues/5100 | 1,404,458,586 | I_kwDODunzps5TtlZa | 5,100 | datasets[s3] sagemaker can't run a model - datasets issue with Value and ClassLabel and cast() method | {
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dataset files with `#` symbol their paths aren't read correctly.
## Steps to reproduce the bug
The data in folder `c#`of this [dataset](https://huggingface.co/datasets/loubnabnl/bigcode_csharp) can't be loaded. While the folder `c_sharp` with the same data is loaded properly
```python
ds = lo... | {
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Like this: #4015
When there are **symbolic links** to pictures in the data folder, the parent folder name of the **real file** will be used as the class name instead of the parent folder of the symbolic link itself. Can you give an option to decide wh... | {
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When using datasets, at the very end of my jobs the program crashes (see trace below).
It doesn't seem to affect anything, as it appears to happen as the program is closing down. Just importing `datasets` is enough to cause the error.
## Steps to reproduce the bug
This is sufficient to reprodu... | {
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On the contrary, if the dataset already exists under the organization namespace, we are deprecating the canonical one (and eventua... | {
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There seems to be an issue with using multiprocessing with `datasets.Dataset.map` (i.e. setting `num_proc` to a value greater than one) combined with a function that uses `torch` under the hood. The subprocesses that `datasets.Dataset.map` spawns [a this step](https://github.com/huggingface/datase... | {
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In the "Process text data" tutorial, [`map` has `return_tensors` as kwarg](https://huggingface.co/docs/datasets/main/en/nlp_process#map). It does not seem to appear in the [function documentation](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.Dataset.map), nor... | {
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I encountered this while working on the `op... | {
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https://api.github.com/repos/huggingface/datasets/issues/5091 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5091/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5091/comments | https://api.github.com/repos/huggingface/datasets/issues/5091/events | https://github.com/huggingface/datasets/pull/5091 | 1,401,112,552 | PR_kwDODunzps5AZCm9 | 5,091 | Allow connection objects in `from_sql` + small doc improvement | {
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PS: ~~This PR contains a parameter link, so https://github.com/huggingface/doc-builder/pull/311 needs to be merged before it's "ready for review".~... | {
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We have discovered that sometimes there were sync issues between GitHub and Hub datasets, after a merge commit to main branch.
For example:
- this merge commit: https://github.com/huggingface/datasets/commit/d74a9e8e4bfff1fed03a4cab99180a841d7caf4b
- was not properly synced with the Hub: https... | {
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When a process (`map`, `filter`, etc.) crashes part-way through, you lose all progress.
**Describe the solution you'd like**
It would be good if the cache reflected the partial progress, so that after we restart the script, the process can restart ... | {
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I have a local file `*.json.gz` and it can be read by `pandas.read_json(lines=True)`, but cannot be read by `load_datasets("json")` (resulting in 0 lines)
## Steps to reproduce the bug
```python
fpath = '/data/junwang/.cache/general/57b6f2314cbe0bc45dda5b78f0871df2/test.json.gz'
ds_panda = Da... | {
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I was following chap 5 from huggingface course: https://huggingface.co/course/chapter5/6?fw=tf
However, I'm not able to download the datasets, with a 404 erros
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When filtering a dataset twice, where the first result is an empty dataset, the second dataset seems corrupted.
## Steps to reproduce the bug
```python
datasets = load_dataset("glue", "sst2")
dataset_split = datasets['validation']
ds_filter_1 = dataset_split.filter(lambda x: False) # ... | {
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```python
from datasets import load_dataset
ds = load_dataset("imagenet-1k", split="train", streaming=True).with_format("np")
print(next(iter(ds))["image"])
```
It also works with "arrow", "pandas", "torch", "tf" and "jax"
### Implementation details:
I'm using the ex... | {
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"followers_url": "https://api.git... | null | 0 | 2022-10-06T15:14:58 | 2023-02-17T14:10:01 | null | MEMBER | null | Right now `IterableDataset` doesn't do any formatting.
In particular this code should return a numpy array:
```python
from datasets import load_dataset
ds = load_dataset("imagenet-1k", split="train", streaming=True).with_format("np")
print(next(iter(ds))["image"])
```
Right now it returns a PIL.Image.
S... | {
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https://api.github.com/repos/huggingface/datasets/issues/5082 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5082/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5082/comments | https://api.github.com/repos/huggingface/datasets/issues/5082/events | https://github.com/huggingface/datasets/pull/5082 | 1,399,379,777 | PR_kwDODunzps5ATJv- | 5,082 | adding keep in memory | {
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Hello @mariosasko 👋, I have implemented what you have recommanded to fix the keep in memory problem for shuffle on the issue #514 . | {
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https://api.github.com/repos/huggingface/datasets/issues/5081 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5081/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5081/comments | https://api.github.com/repos/huggingface/datasets/issues/5081/events | https://github.com/huggingface/datasets/issues/5081 | 1,399,340,050 | I_kwDODunzps5TaDwS | 5,081 | Bug loading `sentence-transformers/parallel-sentences` | {
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```python
from datasets import load_dataset
dataset = load_dataset("sentence-transformers/parallel-sentences")
```
raises this:
```
/home/phmay/miniconda3/envs/paraphrase-mining/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py:697: FutureWarning: the '... | {
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https://api.github.com/repos/huggingface/datasets/issues/5080 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5080/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5080/comments | https://api.github.com/repos/huggingface/datasets/issues/5080/events | https://github.com/huggingface/datasets/issues/5080 | 1,398,849,565 | I_kwDODunzps5TYMAd | 5,080 | Use hfh for caching | {
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"followers_... | null | 1 | 2022-10-06T05:51:58 | 2022-10-06T14:26:05 | null | MEMBER | null | ## Is your feature request related to a problem?
As previously discussed in our meeting with @Wauplin and agreed on our last datasets team sync meeting, I'm investigating how `datasets` can use `hfh` for caching.
## Describe the solution you'd like
Due to the peculiarities of the `datasets` cache, I would prop... | {
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https://api.github.com/repos/huggingface/datasets/issues/5079 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5079/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5079/comments | https://api.github.com/repos/huggingface/datasets/issues/5079/events | https://github.com/huggingface/datasets/pull/5079 | 1,398,609,305 | PR_kwDODunzps5AQemi | 5,079 | refactor: replace AssertionError with more meaningful exceptions (#5074) | {
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Replaces `AssertionError` in the following files with more descriptive exceptions:
- `src/datasets/arrow_reader.py`
- `src/datasets/builder.py`
- `src/datasets/utils/version.py`
The issue listed more files that needed to be fixed, but the rest of them were contained in the top-level `datasets` d... | {
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https://api.github.com/repos/huggingface/datasets/issues/5078 | https://api.github.com/repos/huggingface/datasets | https://api.github.com/repos/huggingface/datasets/issues/5078/labels{/name} | https://api.github.com/repos/huggingface/datasets/issues/5078/comments | https://api.github.com/repos/huggingface/datasets/issues/5078/events | https://github.com/huggingface/datasets/pull/5078 | 1,398,335,148 | PR_kwDODunzps5APjkH | 5,078 | Fix header level in Audio docs | {
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